Tau proteins were globally the best biomarkers in distinguishing NDDs from the OND group, reaching a very high accuracy, especially in AD diagnosis (AUC 0.96 for t-tau and 0.97 for p-tau). The gene discussed is MAPT; the disease is Alzheimer disease.